Uniqueness and stability of parameter identification in elliptic boundary value problem

Abir Benyoucef, L. Alem, L. Chorfi
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Abstract

This paper concerns the uniqueness and stability of an inverse problemin PDE. Our problem consists of identifying two parameters b(x)b(x) and c(x)c(x) in the following boundary-value problem {Lu:=−b(x)u′′(x)+c(x)u′(x)=f(x),u(0)=u(1)=0,{Lu:=−b(x)u″(x)+c(x)u′(x)=f(x),u(0)=u(1)=0, from distributed observations u1u1 (resp. u2u2) associated with the source f1f1 (resp. f2f2). For one observation, the solution is not unique. However, we prove, under some conditions, the uniqueness of the solution p=(b,c)p=(b,c) in the case of two observations. Furthermore, we derive a H\"older-type stability result. The algorithm of reconstruction uses the least squares method. Finally, we present some numerical examples with exact and noisy data to illustrate our method.
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椭圆型边值问题参数辨识的唯一性与稳定性
本文研究一类微分方程反问题的唯一性和稳定性。我们的问题包括在以下边值问题中识别两个参数b(x)b(x)和c(x)c(x) c(x) {Lu:= - b(x)u ' (x)+c(x)u ' (x)=f(x),u(0)=u(1)=0,{Lu:= - b(x)u″(x)+c(x)u ' (x)=f(x),u(0)=u(1)=0,从分布观测u1u1 (resp. 1)。U2u2)与源f1f1相关联。f2f2)。根据一项观察,解决方案并非唯一。然而,在某些条件下,我们证明了在两个观测值的情况下解p=(b,c)p=(b,c)的唯一性。进一步,我们得到了一个H\ \ old型稳定性结果。重构算法采用最小二乘法。最后,我们给出了一些具有精确和噪声数据的数值例子来说明我们的方法。
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